Data
MD_MIX_Mini_Copy

MD_MIX_Mini_Copy

active ARFF CC BY-NC 4.0 Visibility: public Uploaded 13-01-2023 by Prabhant Singh
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A copy of MD_MIX_Mini dataset from Meta album Set0

69 features

CATEGORY (target)nominal706 unique values
0 missing
FILE_NAMEstring28240 unique values
0 missing
textstring706 unique values
0 missing
font_filestring845 unique values
0 missing
backgroundstring4 unique values
0 missing
background_colorstring763 unique values
14120 missing
brightnessnumeric26247 unique values
0 missing
color_enhancenumeric26247 unique values
0 missing
contrastnumeric26247 unique values
0 missing
font_sizenumeric1 unique values
0 missing
font_weightnumeric1 unique values
0 missing
foregroundstring2 unique values
0 missing
image_blending_methodstring2 unique values
0 missing
image_height_resolutionnumeric1 unique values
0 missing
image_modestring1 unique values
0 missing
image_width_resolutionnumeric1 unique values
0 missing
margin_bottomnumeric1 unique values
0 missing
margin_leftnumeric1 unique values
0 missing
margin_rightnumeric1 unique values
0 missing
margin_topnumeric1 unique values
0 missing
offset_horizontalnumeric251 unique values
0 missing
offset_verticalnumeric281 unique values
0 missing
original_image_height_resolutionnumeric309 unique values
0 missing
original_image_width_resolutionnumeric309 unique values
0 missing
perspective_paramsstring22224 unique values
0 missing
pre_elasticnumeric1 unique values
0 missing
rotationnumeric457 unique values
0 missing
shear_xnumeric412 unique values
4236 missing
stroke_fillstring679 unique values
14120 missing
SUPER_CATEGORYstring23 unique values
0 missing
family_namestring526 unique values
0 missing
style_namestring45 unique values
0 missing
postscript_namestring803 unique values
1 missing
variable_font_weightnominal2 unique values
0 missing
outlinestring2 unique values
15532 missing
outline_sizenumeric2 unique values
15532 missing
morph_gradient_kernel_shapestring1 unique values
19768 missing
morph_gradient_kernel_sizenumeric1 unique values
19768 missing
foreground_image_crop_xnumeric745 unique values
14120 missing
foreground_image_crop_x_plus_widthnumeric745 unique values
14120 missing
foreground_image_crop_ynumeric702 unique values
14120 missing
foreground_image_crop_y_plus_heightnumeric702 unique values
14120 missing
foreground_image_namestring26 unique values
14120 missing
foreground_image_original_heightnumeric7 unique values
14120 missing
foreground_image_original_widthnumeric5 unique values
14120 missing
foreground_image_resized_heightnumeric7 unique values
14120 missing
foreground_image_resized_widthnumeric5 unique values
14120 missing
outline_image_crop_xnumeric582 unique values
22592 missing
outline_image_crop_x_plus_widthnumeric582 unique values
22592 missing
outline_image_crop_ynumeric559 unique values
22592 missing
outline_image_crop_y_plus_heightnumeric559 unique values
22592 missing
outline_image_namestring26 unique values
22592 missing
outline_image_original_heightnumeric7 unique values
22592 missing
outline_image_original_widthnumeric5 unique values
22592 missing
outline_image_resized_heightnumeric7 unique values
22592 missing
outline_image_resized_widthnumeric5 unique values
22592 missing
background_polygon_fill_colorstring268 unique values
26828 missing
background_polygon_outline_colorstring337 unique values
26828 missing
background_random_color_composition_paramsstring1377 unique values
26828 missing
background_image_crop_xnumeric1006 unique values
14120 missing
background_image_crop_x_plus_widthnumeric1006 unique values
14120 missing
background_image_crop_ynumeric955 unique values
14120 missing
background_image_crop_y_plus_heightnumeric955 unique values
14120 missing
background_image_namestring26 unique values
14120 missing
background_image_original_heightnumeric7 unique values
14120 missing
background_image_original_widthnumeric5 unique values
14120 missing
background_image_resized_heightnumeric7 unique values
14120 missing
background_image_resized_widthnumeric5 unique values
14120 missing
shear_ynumeric202 unique values
24004 missing
Show all 69 features

19 properties

NumberOfInstances
28240
Number of instances (rows) of the dataset.
NumberOfFeatures
69
Number of attributes (columns) of the dataset.
NumberOfClasses
706
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
665053
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
28240
Number of instances with at least one value missing.
NumberOfNumericFeatures
45
Number of numeric attributes.
NumberOfSymbolicFeatures
2
Number of nominal attributes.
PercentageOfBinaryFeatures
1.45
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
100
Percentage of instances having missing values.
PercentageOfMissingValues
34.13
Percentage of missing values.
AutoCorrelation
0
Average class difference between consecutive instances.
PercentageOfNumericFeatures
65.22
Percentage of numeric attributes.
Dimensionality
0
Number of attributes divided by the number of instances.
PercentageOfSymbolicFeatures
2.9
Percentage of nominal attributes.
MajorityClassPercentage
0.14
Percentage of instances belonging to the most frequent class.
MajorityClassSize
40
Number of instances belonging to the most frequent class.
MinorityClassPercentage
0.14
Percentage of instances belonging to the least frequent class.
MinorityClassSize
40
Number of instances belonging to the least frequent class.
NumberOfBinaryFeatures
1
Number of binary attributes.
Show all 19 properties

1 tasks

Supervised Classification on MD_MIX_Mini_Copy
13 runs - estimation_procedure: 10% Holdout set - evaluation_measure: predictive_accuracy - target_feature: CATEGORY
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